Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-06 0.135243 0.147109 0.159926 0.174866 0.191889 0.210780 0.233471
2025-07-13 0.118243 0.135279 0.155099 0.180165 0.211461 0.249863 0.301552
2025-07-20 0.108023 0.128223 0.153061 0.186525 0.231539 0.291751 0.381692
2025-07-27 0.100534 0.122808 0.151422 0.192025 0.250221 0.334281 0.472816
2025-08-03 0.094369 0.118000 0.149473 0.196137 0.266841 0.376384 0.574837
2025-08-10 0.087739 0.111697 0.144512 0.194898 0.274788 0.406132 0.665007
2025-08-17 0.080181 0.103358 0.135735 0.186704 0.270240 0.413833 0.716139
2025-08-24 0.074864 0.097686 0.130189 0.182640 0.271542 0.431590 0.793367
2025-08-31 0.071108 0.093921 0.127048 0.181877 0.278107 0.460109 0.905354
2025-09-07 0.068064 0.090939 0.124778 0.182170 0.286414 0.493646 1.044753
2025-09-14 0.063704 0.085717 0.118652 0.175369 0.280648 0.496795 1.104790
2025-09-21 0.060077 0.081383 0.113614 0.169944 0.276756 0.503221 1.178139
2025-09-28 0.057001 0.077792 0.109626 0.166183 0.276029 0.517690 1.289063
2025-10-05 0.055891 0.077161 0.110347 0.170858 0.293003 0.578589 1.605467
2025-10-12 0.055064 0.076904 0.111639 0.176688 0.313416 0.654969 2.065989
2025-10-19 0.054137 0.076420 0.112492 0.181759 0.333122 0.736934 2.673615
2025-10-26 0.053047 0.075597 0.112687 0.185555 0.350636 0.819803 3.449450
2025-11-02 0.051240 0.073501 0.110518 0.184410 0.356145 0.867271 4.105827
2025-11-09 0.048565 0.069848 0.105401 0.176834 0.344628 0.853862 4.260771
2025-11-16 0.046642 0.067372 0.102249 0.173073 0.342346 0.872921 4.771157
2025-11-23 0.045298 0.065801 0.100630 0.172366 0.347879 0.923041 5.771076
2025-11-30 0.044178 0.064557 0.099525 0.172637 0.356071 0.987370 7.256581
2025-12-07 0.042214 0.061800 0.095514 0.166336 0.345442 0.971632 7.547746